Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 136 |
| Missing cells | 188 |
| Missing cells (%) | 6.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 23.5 KiB |
| Average record size in memory | 176.9 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 6 |
id is highly overall correlated with year and 1 other fields | High correlation |
year is highly overall correlated with id and 2 other fields | High correlation |
players is highly overall correlated with year | High correlation |
min_playing_time is highly overall correlated with minutes_played_90s and 9 other fields | High correlation |
minutes_played_90s is highly overall correlated with min_playing_time and 9 other fields | High correlation |
goals is highly overall correlated with min_playing_time and 10 other fields | High correlation |
assists is highly overall correlated with min_playing_time and 8 other fields | High correlation |
non_penalty_goals is highly overall correlated with min_playing_time and 10 other fields | High correlation |
yellow_cards is highly overall correlated with id and 1 other fields | High correlation |
goals_per_90 is highly overall correlated with min_playing_time and 8 other fields | High correlation |
assists_per_90 is highly overall correlated with goals and 6 other fields | High correlation |
goals_plus_assists_per_90 is highly overall correlated with min_playing_time and 8 other fields | High correlation |
goals_minus_penalty_kicks_per_90 is highly overall correlated with min_playing_time and 8 other fields | High correlation |
goals_plus_assists_minus_penalty_kicks_per_90 is highly overall correlated with min_playing_time and 8 other fields | High correlation |
matches_played is highly overall correlated with min_playing_time and 4 other fields | High correlation |
starts is highly overall correlated with min_playing_time and 4 other fields | High correlation |
penalty_kicks_made is highly overall correlated with penalty_kicks_attempted | High correlation |
penalty_kicks_attempted is highly overall correlated with penalty_kicks_made | High correlation |
red_cards is highly imbalanced (59.6%) | Imbalance |
possesion has 40 (29.4%) missing values | Missing |
yellow_cards has 74 (54.4%) missing values | Missing |
red_cards has 74 (54.4%) missing values | Missing |
id is uniformly distributed | Uniform |
id has unique values | Unique |
goals has 7 (5.1%) zeros | Zeros |
assists has 43 (31.6%) zeros | Zeros |
non_penalty_goals has 8 (5.9%) zeros | Zeros |
yellow_cards has 20 (14.7%) zeros | Zeros |
goals_per_90 has 7 (5.1%) zeros | Zeros |
assists_per_90 has 43 (31.6%) zeros | Zeros |
goals_plus_assists_per_90 has 7 (5.1%) zeros | Zeros |
goals_minus_penalty_kicks_per_90 has 8 (5.9%) zeros | Zeros |
goals_plus_assists_minus_penalty_kicks_per_90 has 8 (5.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-10 06:41:25.702654 |
|---|---|
| Analysis finished | 2023-03-10 06:43:41.720145 |
| Duration | 2 minutes and 16.02 seconds |
| Software version | ydata-profiling vv4.1.0 |
| Download configuration | config.json |
id
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 136 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.5 |
| Minimum | 1 |
|---|---|
| Maximum | 136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7.75 |
| Q1 | 34.75 |
| median | 68.5 |
| Q3 | 102.25 |
| 95-th percentile | 129.25 |
| Maximum | 136 |
| Range | 135 |
| Interquartile range (IQR) | 67.5 |
Descriptive statistics
| Standard deviation | 39.403892 |
|---|---|
| Coefficient of variation (CV) | 0.57523929 |
| Kurtosis | -1.2 |
| Mean | 68.5 |
| Median Absolute Deviation (MAD) | 34 |
| Skewness | 0 |
| Sum | 9316 |
| Variance | 1552.6667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 0.7% |
| 94 | 1 | 0.7% |
| 88 | 1 | 0.7% |
| 89 | 1 | 0.7% |
| 90 | 1 | 0.7% |
| 91 | 1 | 0.7% |
| 92 | 1 | 0.7% |
| 93 | 1 | 0.7% |
| 95 | 1 | 0.7% |
| 2 | 1 | 0.7% |
| Other values (126) | 126 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 136 | 1 | |
| 135 | 1 | |
| 134 | 1 | |
| 133 | 1 | |
| 132 | 1 | |
| 131 | 1 | |
| 130 | 1 | |
| 129 | 1 | |
| 128 | 1 | |
| 127 | 1 |
squad
Categorical
| Distinct | 36 |
|---|---|
| Distinct (%) | 26.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| Sweden | 8 |
|---|---|
| Brazil | 8 |
| USA | 8 |
| Germany | 8 |
| Japan | 8 |
| Other values (31) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 6.9926471 |
| Min length | 3 |
Characters and Unicode
| Total characters | 951 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 7.4% |
Sample
| 1st row | Argentina |
|---|---|
| 2nd row | Australia |
| 3rd row | Brazil |
| 4th row | Cameroon |
| 5th row | Canada |
Common Values
| Value | Count | Frequency (%) |
| Sweden | 8 | 5.9% |
| Brazil | 8 | 5.9% |
| USA | 8 | 5.9% |
| Germany | 8 | 5.9% |
| Japan | 8 | 5.9% |
| Norway | 8 | 5.9% |
| Nigeria | 8 | 5.9% |
| Canada | 7 | 5.1% |
| China PR | 7 | 5.1% |
| Australia | 7 | 5.1% |
| Other values (26) | 59 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| sweden | 8 | 5.0% |
| usa | 8 | 5.0% |
| germany | 8 | 5.0% |
| japan | 8 | 5.0% |
| norway | 8 | 5.0% |
| nigeria | 8 | 5.0% |
| brazil | 8 | 5.0% |
| pr | 7 | 4.4% |
| korea | 7 | 4.4% |
| australia | 7 | 4.4% |
| Other values (34) | 83 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 157 | |
| n | 82 | 8.6% |
| e | 80 | 8.4% |
| r | 65 | 6.8% |
| i | 62 | 6.5% |
| l | 37 | 3.9% |
| d | 33 | 3.5% |
| o | 31 | 3.3% |
| 24 | 2.5% | |
| N | 23 | 2.4% |
| Other values (37) | 357 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 734 | |
| Uppercase Letter | 191 | 20.1% |
| Space Separator | 24 | 2.5% |
| Other Punctuation | 2 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 157 | |
| n | 82 | |
| e | 80 | |
| r | 65 | |
| i | 62 | 8.4% |
| l | 37 | 5.0% |
| d | 33 | 4.5% |
| o | 31 | 4.2% |
| w | 22 | 3.0% |
| t | 20 | 2.7% |
| Other values (16) | 145 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 23 | |
| C | 22 | |
| S | 21 | |
| A | 19 | |
| R | 17 | |
| G | 12 | 6.3% |
| P | 11 | 5.8% |
| J | 9 | 4.7% |
| U | 8 | 4.2% |
| D | 8 | 4.2% |
| Other values (8) | 41 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 | |
| ' | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 24 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 925 | |
| Common | 26 | 2.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 157 | |
| n | 82 | 8.9% |
| e | 80 | 8.6% |
| r | 65 | 7.0% |
| i | 62 | 6.7% |
| l | 37 | 4.0% |
| d | 33 | 3.6% |
| o | 31 | 3.4% |
| N | 23 | 2.5% |
| w | 22 | 2.4% |
| Other values (34) | 333 |
Common
| Value | Count | Frequency (%) |
| 24 | ||
| . | 1 | 3.8% |
| ' | 1 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 950 | |
| None | 1 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 157 | |
| n | 82 | 8.6% |
| e | 80 | 8.4% |
| r | 65 | 6.8% |
| i | 62 | 6.5% |
| l | 37 | 3.9% |
| d | 33 | 3.5% |
| o | 31 | 3.3% |
| 24 | 2.5% | |
| N | 23 | 2.4% |
| Other values (36) | 356 |
None
| Value | Count | Frequency (%) |
| ô | 1 |
year
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007.1176 |
| Minimum | 1991 |
|---|---|
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 1991 |
|---|---|
| 5-th percentile | 1991 |
| Q1 | 1999 |
| median | 2007 |
| Q3 | 2015 |
| 95-th percentile | 2019 |
| Maximum | 2019 |
| Range | 28 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 9.1595397 |
|---|---|
| Coefficient of variation (CV) | 0.0045635291 |
| Kurtosis | -1.178401 |
| Mean | 2007.1176 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.27703649 |
| Sum | 272968 |
| Variance | 83.897168 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 2019 | 24 | |
| 2015 | 24 | |
| 2011 | 16 | |
| 2007 | 16 | |
| 2003 | 16 | |
| 1999 | 16 | |
| 1995 | 12 | |
| 1991 | 12 |
| Value | Count | Frequency (%) |
| 1991 | 12 | |
| 1995 | 12 | |
| 1999 | 16 | |
| 2003 | 16 | |
| 2007 | 16 | |
| 2011 | 16 | |
| 2015 | 24 | |
| 2019 | 24 |
| Value | Count | Frequency (%) |
| 2019 | 24 | |
| 2015 | 24 | |
| 2011 | 16 | |
| 2007 | 16 | |
| 2003 | 16 | |
| 1999 | 16 | |
| 1995 | 12 | |
| 1991 | 12 |
players
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.330882 |
| Minimum | 13 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 16 |
| median | 17 |
| Q3 | 18 |
| 95-th percentile | 20 |
| Maximum | 23 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7129362 |
|---|---|
| Coefficient of variation (CV) | 0.098837217 |
| Kurtosis | 0.57956353 |
| Mean | 17.330882 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.44107816 |
| Sum | 2357 |
| Variance | 2.9341503 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 18 | 32 | |
| 17 | 32 | |
| 16 | 23 | |
| 15 | 17 | |
| 19 | 16 | |
| 20 | 8 | 5.9% |
| 22 | 2 | 1.5% |
| 21 | 2 | 1.5% |
| 14 | 2 | 1.5% |
| 23 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.7% |
| 14 | 2 | 1.5% |
| 15 | 17 | |
| 16 | 23 | |
| 17 | 32 | |
| 18 | 32 | |
| 19 | 16 | |
| 20 | 8 | 5.9% |
| 21 | 2 | 1.5% |
| 22 | 2 | 1.5% |
| Value | Count | Frequency (%) |
| 23 | 1 | 0.7% |
| 22 | 2 | 1.5% |
| 21 | 2 | 1.5% |
| 20 | 8 | 5.9% |
| 19 | 16 | |
| 18 | 32 | |
| 17 | 32 | |
| 16 | 23 | |
| 15 | 17 | |
| 14 | 2 | 1.5% |
age
Real number (ℝ)
| Distinct | 62 |
|---|---|
| Distinct (%) | 45.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.274265 |
| Minimum | 18.2 |
|---|---|
| Maximum | 29.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 18.2 |
|---|---|
| 5-th percentile | 21.95 |
| Q1 | 24.275 |
| median | 25.3 |
| Q3 | 26.8 |
| 95-th percentile | 28.1 |
| Maximum | 29.7 |
| Range | 11.5 |
| Interquartile range (IQR) | 2.525 |
Descriptive statistics
| Standard deviation | 1.9624624 |
|---|---|
| Coefficient of variation (CV) | 0.077646667 |
| Kurtosis | 0.46848002 |
| Mean | 25.274265 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | -0.49227561 |
| Sum | 3437.3 |
| Variance | 3.8512587 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24.3 | 6 | 4.4% |
| 25 | 6 | 4.4% |
| 23.6 | 4 | 2.9% |
| 24.6 | 4 | 2.9% |
| 25.7 | 4 | 2.9% |
| 25.4 | 4 | 2.9% |
| 26.1 | 4 | 2.9% |
| 26.9 | 4 | 2.9% |
| 26.7 | 4 | 2.9% |
| 24.7 | 4 | 2.9% |
| Other values (52) | 92 |
| Value | Count | Frequency (%) |
| 18.2 | 1 | |
| 20.6 | 1 | |
| 21 | 1 | |
| 21.1 | 1 | |
| 21.2 | 1 | |
| 21.3 | 1 | |
| 21.5 | 1 | |
| 22.1 | 1 | |
| 22.2 | 1 | |
| 22.4 | 2 |
| Value | Count | Frequency (%) |
| 29.7 | 1 | 0.7% |
| 28.8 | 1 | 0.7% |
| 28.5 | 1 | 0.7% |
| 28.4 | 2 | |
| 28.3 | 1 | 0.7% |
| 28.1 | 3 | |
| 27.9 | 2 | |
| 27.8 | 4 | |
| 27.7 | 1 | 0.7% |
| 27.6 | 2 |
possesion
Real number (ℝ)
| Distinct | 74 |
|---|---|
| Distinct (%) | 77.1% |
| Missing | 40 |
| Missing (%) | 29.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.252083 |
| Minimum | 30 |
|---|---|
| Maximum | 63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 37.675 |
| Q1 | 46.275 |
| median | 49.4 |
| Q3 | 53.35 |
| 95-th percentile | 60.55 |
| Maximum | 63 |
| Range | 33 |
| Interquartile range (IQR) | 7.075 |
Descriptive statistics
| Standard deviation | 6.5847828 |
|---|---|
| Coefficient of variation (CV) | 0.13369552 |
| Kurtosis | 0.25870222 |
| Mean | 49.252083 |
| Median Absolute Deviation (MAD) | 3.6 |
| Skewness | -0.39547384 |
| Sum | 4728.2 |
| Variance | 43.359364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50.7 | 5 | 3.7% |
| 52.3 | 4 | 2.9% |
| 49.3 | 3 | 2.2% |
| 49 | 3 | 2.2% |
| 47.3 | 2 | 1.5% |
| 56 | 2 | 1.5% |
| 47.7 | 2 | 1.5% |
| 52.8 | 2 | 1.5% |
| 45 | 2 | 1.5% |
| 39.3 | 2 | 1.5% |
| Other values (64) | 69 | |
| (Missing) | 40 |
| Value | Count | Frequency (%) |
| 30 | 1 | |
| 34.7 | 1 | |
| 34.8 | 1 | |
| 36 | 1 | |
| 36.7 | 1 | |
| 38 | 1 | |
| 38.3 | 1 | |
| 38.7 | 1 | |
| 39.3 | 2 | |
| 39.7 | 1 |
| Value | Count | Frequency (%) |
| 63 | 1 | |
| 62.5 | 1 | |
| 61.3 | 2 | |
| 61 | 1 | |
| 60.4 | 1 | |
| 59 | 1 | |
| 58.8 | 1 | |
| 57.2 | 1 | |
| 57.1 | 1 | |
| 56.5 | 1 |
matches_played
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| 3 | |
|---|---|
| 4 | |
| 6 | |
| 7 | |
| 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 136 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 56 | |
| 4 | 40 | |
| 6 | 24 | |
| 7 | 8 | 5.9% |
| 5 | 8 | 5.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 56 | |
| 4 | 40 | |
| 6 | 24 | |
| 7 | 8 | 5.9% |
| 5 | 8 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 56 | |
| 4 | 40 | |
| 6 | 24 | |
| 7 | 8 | 5.9% |
| 5 | 8 | 5.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 136 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 56 | |
| 4 | 40 | |
| 6 | 24 | |
| 7 | 8 | 5.9% |
| 5 | 8 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 136 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 56 | |
| 4 | 40 | |
| 6 | 24 | |
| 7 | 8 | 5.9% |
| 5 | 8 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 136 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 56 | |
| 4 | 40 | |
| 6 | 24 | |
| 7 | 8 | 5.9% |
| 5 | 8 | 5.9% |
starts
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| 33 | |
|---|---|
| 44 | |
| 66 | |
| 77 | |
| 55 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 272 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 33 |
|---|---|
| 2nd row | 44 |
| 3rd row | 44 |
| 4th row | 44 |
| 5th row | 44 |
Common Values
| Value | Count | Frequency (%) |
| 33 | 56 | |
| 44 | 40 | |
| 66 | 24 | |
| 77 | 8 | 5.9% |
| 55 | 8 | 5.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 33 | 56 | |
| 44 | 40 | |
| 66 | 24 | |
| 77 | 8 | 5.9% |
| 55 | 8 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 112 | |
| 4 | 80 | |
| 6 | 48 | |
| 7 | 16 | 5.9% |
| 5 | 16 | 5.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 272 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 112 | |
| 4 | 80 | |
| 6 | 48 | |
| 7 | 16 | 5.9% |
| 5 | 16 | 5.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 272 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 112 | |
| 4 | 80 | |
| 6 | 48 | |
| 7 | 16 | 5.9% |
| 5 | 16 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 272 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 112 | |
| 4 | 80 | |
| 6 | 48 | |
| 7 | 16 | 5.9% |
| 5 | 16 | 5.9% |
min_playing_time
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 378.14706 |
| Minimum | 240 |
|---|---|
| Maximum | 690 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 240 |
|---|---|
| 5-th percentile | 270 |
| Q1 | 270 |
| median | 360 |
| Q3 | 480 |
| 95-th percentile | 630 |
| Maximum | 690 |
| Range | 450 |
| Interquartile range (IQR) | 210 |
Descriptive statistics
| Standard deviation | 122.91656 |
|---|---|
| Coefficient of variation (CV) | 0.32504964 |
| Kurtosis | -0.50049742 |
| Mean | 378.14706 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | 0.85603308 |
| Sum | 51428 |
| Variance | 15108.482 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 270 | 52 | |
| 360 | 29 | |
| 540 | 11 | 8.1% |
| 390 | 6 | 4.4% |
| 570 | 6 | 4.4% |
| 450 | 5 | 3.7% |
| 480 | 5 | 3.7% |
| 630 | 4 | 2.9% |
| 240 | 4 | 2.9% |
| 660 | 3 | 2.2% |
| Other values (7) | 11 | 8.1% |
| Value | Count | Frequency (%) |
| 240 | 4 | 2.9% |
| 270 | 52 | |
| 320 | 2 | 1.5% |
| 340 | 2 | 1.5% |
| 360 | 29 | |
| 374 | 1 | 0.7% |
| 390 | 6 | 4.4% |
| 450 | 5 | 3.7% |
| 480 | 5 | 3.7% |
| 500 | 2 | 1.5% |
| Value | Count | Frequency (%) |
| 690 | 1 | 0.7% |
| 660 | 3 | 2.2% |
| 630 | 4 | 2.9% |
| 600 | 2 | 1.5% |
| 570 | 6 | |
| 554 | 1 | 0.7% |
| 540 | 11 | |
| 500 | 2 | 1.5% |
| 480 | 5 | |
| 450 | 5 |
minutes_played_90s
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2007353 |
| Minimum | 2.7 |
|---|---|
| Maximum | 7.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 2.7 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5.3 |
| 95-th percentile | 7 |
| Maximum | 7.7 |
| Range | 5 |
| Interquartile range (IQR) | 2.3 |
Descriptive statistics
| Standard deviation | 1.3617797 |
|---|---|
| Coefficient of variation (CV) | 0.3241765 |
| Kurtosis | -0.49192345 |
| Mean | 4.2007353 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.86045242 |
| Sum | 571.3 |
| Variance | 1.8544439 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 3 | 52 | |
| 4 | 29 | |
| 6 | 11 | 8.1% |
| 4.3 | 6 | 4.4% |
| 6.3 | 6 | 4.4% |
| 5 | 5 | 3.7% |
| 5.3 | 5 | 3.7% |
| 7 | 4 | 2.9% |
| 2.7 | 4 | 2.9% |
| 7.3 | 3 | 2.2% |
| Other values (7) | 11 | 8.1% |
| Value | Count | Frequency (%) |
| 2.7 | 4 | 2.9% |
| 3 | 52 | |
| 3.6 | 2 | 1.5% |
| 3.8 | 2 | 1.5% |
| 4 | 29 | |
| 4.2 | 1 | 0.7% |
| 4.3 | 6 | 4.4% |
| 5 | 5 | 3.7% |
| 5.3 | 5 | 3.7% |
| 5.6 | 2 | 1.5% |
| Value | Count | Frequency (%) |
| 7.7 | 1 | 0.7% |
| 7.3 | 3 | 2.2% |
| 7 | 4 | 2.9% |
| 6.7 | 2 | 1.5% |
| 6.3 | 6 | |
| 6.2 | 1 | 0.7% |
| 6 | 11 | |
| 5.6 | 2 | 1.5% |
| 5.3 | 5 | |
| 5 | 5 |
goals
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | 16.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5661765 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 7 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.75 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 17.5 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.764132 |
|---|---|
| Coefficient of variation (CV) | 0.87785213 |
| Kurtosis | 1.2843547 |
| Mean | 6.5661765 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.2315858 |
| Sum | 893 |
| Variance | 33.225218 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 1 | 20 | |
| 3 | 19 | |
| 4 | 11 | 8.1% |
| 2 | 10 | 7.4% |
| 10 | 10 | 7.4% |
| 9 | 9 | 6.6% |
| 5 | 8 | 5.9% |
| 7 | 8 | 5.9% |
| 0 | 7 | 5.1% |
| 12 | 5 | 3.7% |
| Other values (12) | 29 |
| Value | Count | Frequency (%) |
| 0 | 7 | 5.1% |
| 1 | 20 | |
| 2 | 10 | |
| 3 | 19 | |
| 4 | 11 | |
| 5 | 8 | 5.9% |
| 6 | 4 | 2.9% |
| 7 | 8 | 5.9% |
| 8 | 3 | 2.2% |
| 9 | 9 |
| Value | Count | Frequency (%) |
| 25 | 3 | |
| 23 | 1 | 0.7% |
| 20 | 2 | 1.5% |
| 19 | 1 | 0.7% |
| 17 | 2 | 1.5% |
| 16 | 2 | 1.5% |
| 15 | 3 | |
| 14 | 1 | 0.7% |
| 13 | 4 | |
| 12 | 5 |
assists
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 15 |
|---|---|
| Distinct (%) | 11.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1544118 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 43 |
| Zeros (%) | 31.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 10.25 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.6124859 |
|---|---|
| Coefficient of variation (CV) | 1.145217 |
| Kurtosis | 1.4646997 |
| Mean | 3.1544118 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.3341972 |
| Sum | 429 |
| Variance | 13.050054 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 21 | |
| 3 | 18 | |
| 4 | 9 | 6.6% |
| 2 | 8 | 5.9% |
| 6 | 7 | 5.1% |
| 7 | 7 | 5.1% |
| 5 | 6 | 4.4% |
| 9 | 5 | 3.7% |
| 11 | 4 | 2.9% |
| Other values (5) | 8 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 1 | 21 | |
| 2 | 8 | 5.9% |
| 3 | 18 | |
| 4 | 9 | 6.6% |
| 5 | 6 | 4.4% |
| 6 | 7 | 5.1% |
| 7 | 7 | 5.1% |
| 8 | 1 | 0.7% |
| 9 | 5 | 3.7% |
| Value | Count | Frequency (%) |
| 17 | 1 | 0.7% |
| 15 | 1 | 0.7% |
| 12 | 1 | 0.7% |
| 11 | 4 | |
| 10 | 4 | |
| 9 | 5 | |
| 8 | 1 | 0.7% |
| 7 | 7 | |
| 6 | 7 | |
| 5 | 6 |
non_penalty_goals
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | 16.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1617647 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 8 |
| Zeros (%) | 5.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4.5 |
| Q3 | 9 |
| 95-th percentile | 16.5 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.5286735 |
|---|---|
| Coefficient of variation (CV) | 0.89725489 |
| Kurtosis | 1.393859 |
| Mean | 6.1617647 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | 1.2819898 |
| Sum | 838 |
| Variance | 30.566231 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 3 | 22 | |
| 1 | 20 | |
| 2 | 12 | 8.8% |
| 5 | 11 | 8.1% |
| 0 | 8 | 5.9% |
| 10 | 7 | 5.1% |
| 7 | 7 | 5.1% |
| 12 | 6 | 4.4% |
| 9 | 6 | 4.4% |
| 4 | 6 | 4.4% |
| Other values (12) | 31 |
| Value | Count | Frequency (%) |
| 0 | 8 | 5.9% |
| 1 | 20 | |
| 2 | 12 | |
| 3 | 22 | |
| 4 | 6 | 4.4% |
| 5 | 11 | |
| 6 | 5 | 3.7% |
| 7 | 7 | 5.1% |
| 8 | 6 | 4.4% |
| 9 | 6 | 4.4% |
| Value | Count | Frequency (%) |
| 25 | 1 | 0.7% |
| 24 | 1 | 0.7% |
| 23 | 1 | 0.7% |
| 22 | 1 | 0.7% |
| 19 | 1 | 0.7% |
| 18 | 2 | 1.5% |
| 16 | 4 | |
| 15 | 3 | |
| 13 | 1 | 0.7% |
| 12 | 6 |
penalty_kicks_made
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 3 | 2 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 136 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 98 | |
| 1 | 25 | 18.4% |
| 2 | 10 | 7.4% |
| 3 | 2 | 1.5% |
| 4 | 1 | 0.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 98 | |
| 1 | 25 | 18.4% |
| 2 | 10 | 7.4% |
| 3 | 2 | 1.5% |
| 4 | 1 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 98 | |
| 1 | 25 | 18.4% |
| 2 | 10 | 7.4% |
| 3 | 2 | 1.5% |
| 4 | 1 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 136 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 98 | |
| 1 | 25 | 18.4% |
| 2 | 10 | 7.4% |
| 3 | 2 | 1.5% |
| 4 | 1 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 136 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 98 | |
| 1 | 25 | 18.4% |
| 2 | 10 | 7.4% |
| 3 | 2 | 1.5% |
| 4 | 1 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 136 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 98 | |
| 1 | 25 | 18.4% |
| 2 | 10 | 7.4% |
| 3 | 2 | 1.5% |
| 4 | 1 | 0.7% |
penalty_kicks_attempted
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 9 |
| 4 | 3 |
| 3 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 136 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 95 | |
| 1 | 27 | 19.9% |
| 2 | 9 | 6.6% |
| 4 | 3 | 2.2% |
| 3 | 2 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 95 | |
| 1 | 27 | 19.9% |
| 2 | 9 | 6.6% |
| 4 | 3 | 2.2% |
| 3 | 2 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 95 | |
| 1 | 27 | 19.9% |
| 2 | 9 | 6.6% |
| 4 | 3 | 2.2% |
| 3 | 2 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 136 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 95 | |
| 1 | 27 | 19.9% |
| 2 | 9 | 6.6% |
| 4 | 3 | 2.2% |
| 3 | 2 | 1.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 136 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 95 | |
| 1 | 27 | 19.9% |
| 2 | 9 | 6.6% |
| 4 | 3 | 2.2% |
| 3 | 2 | 1.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 136 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 95 | |
| 1 | 27 | 19.9% |
| 2 | 9 | 6.6% |
| 4 | 3 | 2.2% |
| 3 | 2 | 1.5% |
yellow_cards
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 74 |
| Missing (%) | 54.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.483871 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 20 |
| Zeros (%) | 14.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 6.95 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.4343305 |
|---|---|
| Coefficient of variation (CV) | 0.98005515 |
| Kurtosis | -0.78455059 |
| Mean | 2.483871 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.62969801 |
| Sum | 154 |
| Variance | 5.9259651 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 20 | 14.7% |
| 1 | 8 | 5.9% |
| 2 | 7 | 5.1% |
| 4 | 7 | 5.1% |
| 3 | 6 | 4.4% |
| 6 | 6 | 4.4% |
| 5 | 4 | 2.9% |
| 7 | 2 | 1.5% |
| 8 | 2 | 1.5% |
| (Missing) | 74 |
| Value | Count | Frequency (%) |
| 0 | 20 | |
| 1 | 8 | 5.9% |
| 2 | 7 | 5.1% |
| 3 | 6 | 4.4% |
| 4 | 7 | 5.1% |
| 5 | 4 | 2.9% |
| 6 | 6 | 4.4% |
| 7 | 2 | 1.5% |
| 8 | 2 | 1.5% |
| Value | Count | Frequency (%) |
| 8 | 2 | 1.5% |
| 7 | 2 | 1.5% |
| 6 | 6 | 4.4% |
| 5 | 4 | 2.9% |
| 4 | 7 | 5.1% |
| 3 | 6 | 4.4% |
| 2 | 7 | 5.1% |
| 1 | 8 | 5.9% |
| 0 | 20 |
red_cards
Categorical
IMBALANCE MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 74 |
| Missing (%) | 54.4% |
| Memory size | 1.2 KiB |
| 0.0 | |
|---|---|
| 1.0 | 5 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 186 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 57 | |
| 1.0 | 5 | 3.7% |
| (Missing) | 74 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 57 | |
| 1.0 | 5 | 8.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 119 | |
| . | 62 | |
| 1 | 5 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124 | |
| Other Punctuation | 62 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 119 | |
| 1 | 5 | 4.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 62 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 119 | |
| . | 62 | |
| 1 | 5 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 119 | |
| . | 62 | |
| 1 | 5 | 2.7% |
goals_per_90
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 50 |
|---|---|
| Distinct (%) | 36.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3757353 |
| Minimum | 0 |
|---|---|
| Maximum | 4.69 |
| Zeros | 7 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1875 |
| Q1 | 0.67 |
| median | 1.25 |
| Q3 | 1.9475 |
| 95-th percentile | 2.8575 |
| Maximum | 4.69 |
| Range | 4.69 |
| Interquartile range (IQR) | 1.2775 |
Descriptive statistics
| Standard deviation | 0.9233198 |
|---|---|
| Coefficient of variation (CV) | 0.67114641 |
| Kurtosis | 0.60472711 |
| Mean | 1.3757353 |
| Median Absolute Deviation (MAD) | 0.59 |
| Skewness | 0.76043421 |
| Sum | 187.1 |
| Variance | 0.85251946 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 22 | 16.2% |
| 0.33 | 16 | 11.8% |
| 0.67 | 8 | 5.9% |
| 0 | 7 | 5.1% |
| 2.5 | 5 | 3.7% |
| 2.25 | 5 | 3.7% |
| 1.67 | 5 | 3.7% |
| 2 | 4 | 2.9% |
| 0.75 | 4 | 2.9% |
| 1.75 | 3 | 2.2% |
| Other values (40) | 57 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 0.25 | 2 | 1.5% |
| 0.33 | 16 | |
| 0.37 | 2 | 1.5% |
| 0.5 | 1 | 0.7% |
| 0.56 | 1 | 0.7% |
| 0.67 | 8 | |
| 0.75 | 4 | 2.9% |
| 0.8 | 2 | 1.5% |
| 0.94 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 4.69 | 1 | |
| 3.95 | 1 | |
| 3.83 | 1 | |
| 3.57 | 1 | |
| 3.33 | 1 | |
| 3.19 | 1 | |
| 3 | 1 | |
| 2.81 | 1 | |
| 2.75 | 1 | |
| 2.68 | 1 |
assists_per_90
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 40 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65132353 |
| Minimum | 0 |
|---|---|
| Maximum | 2.43 |
| Zeros | 43 |
| Zeros (%) | 31.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.5 |
| Q3 | 1 |
| 95-th percentile | 1.72 |
| Maximum | 2.43 |
| Range | 2.43 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.63378675 |
|---|---|
| Coefficient of variation (CV) | 0.97307516 |
| Kurtosis | -0.35572001 |
| Mean | 0.65132353 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.72554663 |
| Sum | 88.58 |
| Variance | 0.40168564 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 0.33 | 12 | 8.8% |
| 1 | 12 | 8.8% |
| 0.67 | 7 | 5.1% |
| 0.25 | 6 | 4.4% |
| 1.5 | 5 | 3.7% |
| 0.75 | 4 | 2.9% |
| 0.5 | 4 | 2.9% |
| 1.25 | 3 | 2.2% |
| 1.62 | 3 | 2.2% |
| Other values (30) | 37 |
| Value | Count | Frequency (%) |
| 0 | 43 | |
| 0.2 | 1 | 0.7% |
| 0.25 | 6 | 4.4% |
| 0.28 | 1 | 0.7% |
| 0.33 | 12 | 8.8% |
| 0.37 | 1 | 0.7% |
| 0.4 | 1 | 0.7% |
| 0.5 | 4 | 2.9% |
| 0.55 | 1 | 0.7% |
| 0.56 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 2.43 | 1 | 0.7% |
| 2.37 | 1 | 0.7% |
| 2.25 | 1 | 0.7% |
| 2.06 | 2 | 1.5% |
| 1.83 | 1 | 0.7% |
| 1.75 | 1 | 0.7% |
| 1.71 | 1 | 0.7% |
| 1.67 | 2 | 1.5% |
| 1.62 | 3 | |
| 1.5 | 5 |
goals_plus_assists_per_90
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 61 |
|---|---|
| Distinct (%) | 44.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0275735 |
| Minimum | 0 |
|---|---|
| Maximum | 6.75 |
| Zeros | 7 |
| Zeros (%) | 5.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2475 |
| Q1 | 1 |
| median | 1.75 |
| Q3 | 3 |
| 95-th percentile | 4.27 |
| Maximum | 6.75 |
| Range | 6.75 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4059348 |
|---|---|
| Coefficient of variation (CV) | 0.69340754 |
| Kurtosis | 0.12997949 |
| Mean | 2.0275735 |
| Median Absolute Deviation (MAD) | 1.08 |
| Skewness | 0.68072096 |
| Sum | 275.75 |
| Variance | 1.9766526 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 10 | 7.4% |
| 0.33 | 10 | 7.4% |
| 2 | 10 | 7.4% |
| 0.67 | 9 | 6.6% |
| 3 | 9 | 6.6% |
| 1.5 | 8 | 5.9% |
| 0 | 7 | 5.1% |
| 1.33 | 5 | 3.7% |
| 1.67 | 3 | 2.2% |
| 1.75 | 3 | 2.2% |
| Other values (51) | 62 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 0.33 | 10 | |
| 0.37 | 1 | 0.7% |
| 0.5 | 3 | 2.2% |
| 0.67 | 9 | |
| 0.75 | 2 | 1.5% |
| 0.84 | 1 | 0.7% |
| 1 | 10 | |
| 1.2 | 1 | 0.7% |
| 1.25 | 3 | 2.2% |
| Value | Count | Frequency (%) |
| 6.75 | 1 | |
| 6 | 1 | |
| 5.25 | 1 | |
| 5.17 | 1 | |
| 5.05 | 1 | |
| 4.75 | 1 | |
| 4.42 | 1 | |
| 4.22 | 1 | |
| 4.17 | 1 | |
| 4.04 | 1 |
goals_minus_penalty_kicks_per_90
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 50 |
|---|---|
| Distinct (%) | 36.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2942647 |
| Minimum | 0 |
|---|---|
| Maximum | 4.5 |
| Zeros | 8 |
| Zeros (%) | 5.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.6 |
| median | 1.075 |
| Q3 | 1.8 |
| 95-th percentile | 2.8175 |
| Maximum | 4.5 |
| Range | 4.5 |
| Interquartile range (IQR) | 1.2 |
Descriptive statistics
| Standard deviation | 0.89887224 |
|---|---|
| Coefficient of variation (CV) | 0.69450418 |
| Kurtosis | 0.69980884 |
| Mean | 1.2942647 |
| Median Absolute Deviation (MAD) | 0.625 |
| Skewness | 0.83493964 |
| Sum | 176.02 |
| Variance | 0.80797131 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 19 | 14.0% |
| 0.33 | 16 | 11.8% |
| 0 | 8 | 5.9% |
| 0.67 | 8 | 5.9% |
| 2.5 | 5 | 3.7% |
| 0.75 | 5 | 3.7% |
| 1.5 | 5 | 3.7% |
| 1.25 | 5 | 3.7% |
| 1.67 | 4 | 2.9% |
| 1.33 | 3 | 2.2% |
| Other values (40) | 58 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 0.25 | 2 | 1.5% |
| 0.33 | 16 | |
| 0.37 | 2 | 1.5% |
| 0.5 | 3 | 2.2% |
| 0.56 | 2 | 1.5% |
| 0.6 | 2 | 1.5% |
| 0.67 | 8 | |
| 0.75 | 5 | 3.7% |
| 0.95 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 4.5 | 1 | |
| 3.95 | 1 | |
| 3.83 | 1 | |
| 3.17 | 1 | |
| 3.14 | 1 | |
| 3 | 1 | |
| 2.84 | 1 | |
| 2.81 | 1 | |
| 2.75 | 1 | |
| 2.67 | 1 |
goals_plus_assists_minus_penalty_kicks_per_90
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 58 |
|---|---|
| Distinct (%) | 42.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9463971 |
| Minimum | 0 |
|---|---|
| Maximum | 6.56 |
| Zeros | 8 |
| Zeros (%) | 5.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.7875 |
| median | 1.725 |
| Q3 | 3 |
| 95-th percentile | 4.23 |
| Maximum | 6.56 |
| Range | 6.56 |
| Interquartile range (IQR) | 2.2125 |
Descriptive statistics
| Standard deviation | 1.3659975 |
|---|---|
| Coefficient of variation (CV) | 0.70180824 |
| Kurtosis | 0.10137676 |
| Mean | 1.9463971 |
| Median Absolute Deviation (MAD) | 1.05 |
| Skewness | 0.6896189 |
| Sum | 264.71 |
| Variance | 1.8659491 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.67 | 11 | 8.1% |
| 1 | 11 | 8.1% |
| 0.33 | 9 | 6.6% |
| 2 | 9 | 6.6% |
| 0 | 8 | 5.9% |
| 1.5 | 8 | 5.9% |
| 3 | 7 | 5.1% |
| 1.33 | 5 | 3.7% |
| 3.75 | 4 | 2.9% |
| 0.5 | 3 | 2.2% |
| Other values (48) | 61 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 0.33 | 9 | |
| 0.37 | 1 | 0.7% |
| 0.5 | 3 | 2.2% |
| 0.67 | 11 | |
| 0.75 | 2 | 1.5% |
| 0.8 | 1 | 0.7% |
| 0.84 | 1 | 0.7% |
| 1 | 11 | |
| 1.13 | 1 | 0.7% |
| Value | Count | Frequency (%) |
| 6.56 | 1 | |
| 5.57 | 1 | |
| 5.06 | 1 | |
| 5 | 1 | |
| 4.89 | 1 | |
| 4.75 | 1 | |
| 4.26 | 1 | |
| 4.22 | 1 | |
| 4.17 | 1 | |
| 3.95 | 1 |
| id | year | players | age | possesion | min_playing_time | minutes_played_90s | goals | assists | non_penalty_goals | yellow_cards | goals_per_90 | assists_per_90 | goals_plus_assists_per_90 | goals_minus_penalty_kicks_per_90 | goals_plus_assists_minus_penalty_kicks_per_90 | squad | matches_played | starts | penalty_kicks_made | penalty_kicks_attempted | red_cards | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | -0.991 | -0.490 | -0.393 | 0.035 | -0.102 | -0.102 | 0.131 | -0.210 | 0.181 | -0.530 | 0.225 | -0.185 | 0.080 | 0.273 | 0.111 | 0.000 | 0.211 | 0.211 | 0.098 | 0.176 | 0.000 |
| year | -0.991 | 1.000 | 0.505 | 0.416 | -0.036 | 0.115 | 0.115 | -0.117 | 0.230 | -0.166 | 0.543 | -0.215 | 0.203 | -0.066 | -0.260 | -0.096 | 0.000 | 0.185 | 0.185 | 0.082 | 0.127 | 0.000 |
| players | -0.490 | 0.505 | 1.000 | 0.367 | -0.018 | 0.340 | 0.340 | 0.170 | 0.248 | 0.132 | 0.078 | 0.060 | 0.190 | 0.116 | 0.023 | 0.097 | 0.000 | 0.382 | 0.382 | 0.350 | 0.377 | 0.100 |
| age | -0.393 | 0.416 | 0.367 | 1.000 | 0.143 | 0.378 | 0.378 | 0.273 | 0.337 | 0.248 | -0.044 | 0.172 | 0.273 | 0.231 | 0.148 | 0.215 | 0.000 | 0.169 | 0.169 | 0.250 | 0.320 | 0.000 |
| possesion | 0.035 | -0.036 | -0.018 | 0.143 | 1.000 | 0.409 | 0.409 | 0.443 | 0.324 | 0.419 | -0.393 | 0.424 | 0.260 | 0.399 | 0.391 | 0.388 | 0.273 | 0.176 | 0.176 | 0.000 | 0.000 | 0.356 |
| min_playing_time | -0.102 | 0.115 | 0.340 | 0.378 | 0.409 | 1.000 | 1.000 | 0.852 | 0.621 | 0.820 | -0.315 | 0.682 | 0.496 | 0.685 | 0.649 | 0.671 | 0.000 | 0.942 | 0.942 | 0.360 | 0.433 | 0.000 |
| minutes_played_90s | -0.102 | 0.115 | 0.340 | 0.378 | 0.409 | 1.000 | 1.000 | 0.852 | 0.621 | 0.820 | -0.315 | 0.682 | 0.496 | 0.685 | 0.649 | 0.671 | 0.000 | 0.942 | 0.942 | 0.360 | 0.433 | 0.000 |
| goals | 0.131 | -0.117 | 0.170 | 0.273 | 0.443 | 0.852 | 0.852 | 1.000 | 0.670 | 0.989 | -0.339 | 0.955 | 0.602 | 0.919 | 0.933 | 0.913 | 0.000 | 0.514 | 0.514 | 0.230 | 0.198 | 0.181 |
| assists | -0.210 | 0.230 | 0.248 | 0.337 | 0.324 | 0.621 | 0.621 | 0.670 | 1.000 | 0.649 | -0.347 | 0.627 | 0.977 | 0.815 | 0.586 | 0.796 | 0.000 | 0.463 | 0.463 | 0.419 | 0.445 | 0.349 |
| non_penalty_goals | 0.181 | -0.166 | 0.132 | 0.248 | 0.419 | 0.820 | 0.820 | 0.989 | 0.649 | 1.000 | -0.365 | 0.958 | 0.590 | 0.918 | 0.961 | 0.927 | 0.000 | 0.528 | 0.528 | 0.367 | 0.292 | 0.000 |
| yellow_cards | -0.530 | 0.543 | 0.078 | -0.044 | -0.393 | -0.315 | -0.315 | -0.339 | -0.347 | -0.365 | 1.000 | -0.272 | -0.300 | -0.304 | -0.322 | -0.339 | 0.304 | 0.000 | 0.000 | 0.164 | 0.320 | 0.497 |
| goals_per_90 | 0.225 | -0.215 | 0.060 | 0.172 | 0.424 | 0.682 | 0.682 | 0.955 | 0.627 | 0.958 | -0.272 | 1.000 | 0.602 | 0.948 | 0.981 | 0.946 | 0.000 | 0.365 | 0.365 | 0.279 | 0.202 | 0.067 |
| assists_per_90 | -0.185 | 0.203 | 0.190 | 0.273 | 0.260 | 0.496 | 0.496 | 0.602 | 0.977 | 0.590 | -0.300 | 0.602 | 1.000 | 0.810 | 0.567 | 0.795 | 0.110 | 0.301 | 0.301 | 0.332 | 0.353 | 0.134 |
| goals_plus_assists_per_90 | 0.080 | -0.066 | 0.116 | 0.231 | 0.399 | 0.685 | 0.685 | 0.919 | 0.815 | 0.918 | -0.304 | 0.948 | 0.810 | 1.000 | 0.923 | 0.994 | 0.000 | 0.388 | 0.388 | 0.386 | 0.334 | 0.152 |
| goals_minus_penalty_kicks_per_90 | 0.273 | -0.260 | 0.023 | 0.148 | 0.391 | 0.649 | 0.649 | 0.933 | 0.586 | 0.961 | -0.322 | 0.981 | 0.567 | 0.923 | 1.000 | 0.942 | 0.000 | 0.379 | 0.379 | 0.171 | 0.146 | 0.000 |
| goals_plus_assists_minus_penalty_kicks_per_90 | 0.111 | -0.096 | 0.097 | 0.215 | 0.388 | 0.671 | 0.671 | 0.913 | 0.796 | 0.927 | -0.339 | 0.946 | 0.795 | 0.994 | 0.942 | 1.000 | 0.000 | 0.367 | 0.367 | 0.359 | 0.304 | 0.128 |
| squad | 0.000 | 0.000 | 0.000 | 0.000 | 0.273 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.304 | 0.000 | 0.110 | 0.000 | 0.000 | 0.000 | 1.000 | 0.219 | 0.219 | 0.089 | 0.000 | 0.488 |
| matches_played | 0.211 | 0.185 | 0.382 | 0.169 | 0.176 | 0.942 | 0.942 | 0.514 | 0.463 | 0.528 | 0.000 | 0.365 | 0.301 | 0.388 | 0.379 | 0.367 | 0.219 | 1.000 | 1.000 | 0.366 | 0.341 | 0.000 |
| starts | 0.211 | 0.185 | 0.382 | 0.169 | 0.176 | 0.942 | 0.942 | 0.514 | 0.463 | 0.528 | 0.000 | 0.365 | 0.301 | 0.388 | 0.379 | 0.367 | 0.219 | 1.000 | 1.000 | 0.366 | 0.341 | 0.000 |
| penalty_kicks_made | 0.098 | 0.082 | 0.350 | 0.250 | 0.000 | 0.360 | 0.360 | 0.230 | 0.419 | 0.367 | 0.164 | 0.279 | 0.332 | 0.386 | 0.171 | 0.359 | 0.089 | 0.366 | 0.366 | 1.000 | 0.790 | 0.000 |
| penalty_kicks_attempted | 0.176 | 0.127 | 0.377 | 0.320 | 0.000 | 0.433 | 0.433 | 0.198 | 0.445 | 0.292 | 0.320 | 0.202 | 0.353 | 0.334 | 0.146 | 0.304 | 0.000 | 0.341 | 0.341 | 0.790 | 1.000 | 0.000 |
| red_cards | 0.000 | 0.000 | 0.100 | 0.000 | 0.356 | 0.000 | 0.000 | 0.181 | 0.349 | 0.000 | 0.497 | 0.067 | 0.134 | 0.152 | 0.000 | 0.128 | 0.488 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| id | squad | year | players | age | possesion | matches_played | starts | min_playing_time | minutes_played_90s | goals | assists | non_penalty_goals | penalty_kicks_made | penalty_kicks_attempted | yellow_cards | red_cards | goals_per_90 | assists_per_90 | goals_plus_assists_per_90 | goals_minus_penalty_kicks_per_90 | goals_plus_assists_minus_penalty_kicks_per_90 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Argentina | 2019 | 18 | 26.8 | 34.7 | 3 | 33 | 270 | 3.0 | 2 | 1 | 1 | 1 | 1 | 3.0 | 0.0 | 0.67 | 0.33 | 1.00 | 0.33 | 0.67 |
| 1 | 2 | Australia | 2019 | 18 | 25.4 | 61.3 | 4 | 44 | 390 | 4.3 | 8 | 4 | 8 | 0 | 1 | 2.0 | 0.0 | 1.85 | 0.92 | 2.77 | 1.85 | 2.77 |
| 2 | 3 | Brazil | 2019 | 18 | 29.7 | 51.5 | 4 | 44 | 390 | 4.3 | 7 | 3 | 5 | 2 | 3 | 7.0 | 0.0 | 1.62 | 0.69 | 2.31 | 1.15 | 1.85 |
| 3 | 4 | Cameroon | 2019 | 20 | 27.7 | 36.0 | 4 | 44 | 360 | 4.0 | 3 | 3 | 3 | 0 | 0 | 6.0 | 0.0 | 0.75 | 0.75 | 1.50 | 0.75 | 1.50 |
| 4 | 5 | Canada | 2019 | 16 | 27.0 | 63.0 | 4 | 44 | 360 | 4.0 | 4 | 3 | 4 | 0 | 1 | 2.0 | 0.0 | 1.00 | 0.75 | 1.75 | 1.00 | 1.75 |
| 5 | 6 | Chile | 2019 | 18 | 26.8 | 42.0 | 3 | 33 | 270 | 3.0 | 1 | 1 | 1 | 0 | 1 | 5.0 | 0.0 | 0.33 | 0.33 | 0.67 | 0.33 | 0.67 |
| 6 | 7 | China PR | 2019 | 17 | 26.6 | 47.0 | 4 | 44 | 360 | 4.0 | 1 | 1 | 1 | 0 | 0 | 5.0 | 0.0 | 0.25 | 0.25 | 0.50 | 0.25 | 0.50 |
| 7 | 8 | England | 2019 | 22 | 27.8 | 60.4 | 7 | 77 | 630 | 7.0 | 13 | 12 | 12 | 1 | 4 | 1.0 | 1.0 | 1.86 | 1.71 | 3.57 | 1.71 | 3.43 |
| 8 | 9 | France | 2019 | 17 | 27.8 | 58.8 | 5 | 55 | 480 | 5.3 | 10 | 8 | 8 | 2 | 2 | 2.0 | 0.0 | 1.87 | 1.50 | 3.38 | 1.50 | 3.00 |
| 9 | 10 | Germany | 2019 | 19 | 25.5 | 57.2 | 5 | 55 | 450 | 5.0 | 10 | 4 | 9 | 1 | 1 | 2.0 | 0.0 | 2.00 | 0.80 | 2.80 | 1.80 | 2.60 |
| id | squad | year | players | age | possesion | matches_played | starts | min_playing_time | minutes_played_90s | goals | assists | non_penalty_goals | penalty_kicks_made | penalty_kicks_attempted | yellow_cards | red_cards | goals_per_90 | assists_per_90 | goals_plus_assists_per_90 | goals_minus_penalty_kicks_per_90 | goals_plus_assists_minus_penalty_kicks_per_90 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 126 | 127 | Chinese Taipei | 1991 | 16 | 21.2 | NaN | 4 | 44 | 320 | 3.6 | 2 | 1 | 2 | 0 | 0 | NaN | NaN | 0.56 | 0.28 | 0.84 | 0.56 | 0.84 |
| 127 | 128 | Denmark | 1991 | 15 | 23.8 | NaN | 4 | 44 | 340 | 3.8 | 7 | 5 | 5 | 2 | 2 | NaN | NaN | 1.85 | 1.32 | 3.18 | 1.32 | 2.65 |
| 128 | 129 | Germany | 1991 | 18 | 23.8 | NaN | 6 | 66 | 500 | 5.6 | 13 | 9 | 12 | 1 | 1 | NaN | NaN | 2.34 | 1.62 | 3.96 | 2.16 | 3.78 |
| 129 | 130 | Italy | 1991 | 17 | 24.2 | NaN | 4 | 44 | 340 | 3.8 | 8 | 5 | 8 | 0 | 0 | NaN | NaN | 2.12 | 1.32 | 3.44 | 2.12 | 3.44 |
| 130 | 131 | Japan | 1991 | 13 | 24.3 | NaN | 3 | 33 | 240 | 2.7 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| 131 | 132 | New Zealand | 1991 | 15 | 25.5 | NaN | 3 | 33 | 240 | 2.7 | 1 | 1 | 1 | 0 | 0 | NaN | NaN | 0.37 | 0.37 | 0.75 | 0.37 | 0.75 |
| 132 | 133 | Nigeria | 1991 | 17 | 18.2 | NaN | 3 | 33 | 240 | 2.7 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| 133 | 134 | Norway | 1991 | 15 | 24.1 | NaN | 6 | 66 | 500 | 5.6 | 13 | 6 | 12 | 1 | 1 | NaN | NaN | 2.34 | 1.08 | 3.42 | 2.16 | 3.24 |
| 134 | 135 | Sweden | 1991 | 18 | 25.4 | NaN | 6 | 66 | 480 | 5.3 | 17 | 11 | 16 | 1 | 1 | NaN | NaN | 3.19 | 2.06 | 5.25 | 3.00 | 5.06 |
| 135 | 136 | USA | 1991 | 16 | 23.0 | NaN | 6 | 66 | 480 | 5.3 | 25 | 11 | 24 | 1 | 1 | NaN | NaN | 4.69 | 2.06 | 6.75 | 4.50 | 6.56 |